| Adapting to the Unknown: Robust Meta-Learning for Zero-Shot Financial Time Series Forecasting | Apr 13, 2025 | Meta-LearningTime Series | —Unverified | 0 | 0 |
| Accelerating hydrodynamic simulations of urban drainage systems with physics-guided machine learning | May 24, 2022 | BIG-bench Machine LearningTime Series | —Unverified | 0 | 0 |
| Estimating value at risk: LSTM vs. GARCH | Jul 21, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders | Mar 4, 2023 | Causal InferenceIrregular Time Series | —Unverified | 0 | 0 |
| Causal Time-Series Synchronization for Multi-Dimensional Forecasting | Nov 15, 2024 | Time SeriesTransfer Learning | —Unverified | 0 | 0 |
| Estimating Time-varying Brain Connectivity Networks from Functional MRI Time Series | Oct 14, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| A NOVEL VARIATIONAL FAMILY FOR HIDDEN NON-LINEAR MARKOV MODELS | Sep 27, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Estimating the Distribution of Parameters in Differential Equations with Repeated Cross-Sectional Data | Apr 23, 2024 | parameter estimationTime Series | —Unverified | 0 | 0 |
| Estimating the causal effect of an intervention in a time series setting: the C-ARIMA approach | Mar 11, 2021 | Causal InferenceEconometrics | —Unverified | 0 | 0 |
| Causal Structure Recovery of Linear Dynamical Systems: An FFT based Approach | Sep 5, 2023 | Causal InferenceGraph Reconstruction | —Unverified | 0 | 0 |
